Keyword - Data Analysis

Federated privacy-protected meta- and mega-omics data analysis in multi-center studies with a fully open-source analytic platform.
Escriba-Montagut, Xavier; Marcon, Yannick; Anguita-Ruiz, Augusto; Avraam, Demetris; Urquiza, Jose; Morgan, Andrei S; Wilson, Rebecca C; Burton, Paul; Gonzalez, Juan R
PLoS Comput Biol, Volume 20, Issue 12 (2024)
PMID: 39652598 DOI: 10.1371/journal.pcbi.1012626 
Citations: 1 (Scopus)
Tags: Consortia: ATHLETE | Consortia: CERCA | Consortia: CINECA | Consortia: Consolidated Group on Health Analytics | Consortia: EUCAN-Connect | Consortia: IBEC | Consortia: PERIS | Type: software engineering

Accessibility of covariance information creates vulnerability in Federated Learning frameworks.
Huth, Manuel; Arruda, Jonas; Gusinow, Roy; Contento, Lorenzo; Tacconelli, Evelina; Hasenauer, Jan
Bioinformatics, Volume 39, Issue 9 (2023)
PMID: 37647639 DOI: 10.1093/bioinformatics/btad531 
Citations: 6 (Scopus)
Tags: Consortia: ORCHESTRA | Type: data governance | Type: software engineering

dsSurvival 2.0: privacy enhancing survival curves for survival models in the federated DataSHIELD analysis system.
Banerjee, Soumya; Bishop, Tom R P
BMC Res Notes, Volume 16, Issue 1 (2023)
PMID: 37280717 DOI: 10.1186/s13104-023-06372-5 
Citations: 1 (Scopus)
Tags: Consortia: EUCAN-Connect | Type: software engineering | Type: survival analysis